Hence, we planned to conduct a systematic review and meta-analysis on the diagnostic accuracy of both plasma BNP and NT-proBNP among adult patients with acute respiratory failure in ED and ICU settings based on rigorous methodological guidelines [15, 16]. Here, NPPB is linked to acute respiratory failure.